Future paths for integer programming and links to artificial intelligence
TLDR
Four key areas of Integer programming are examined from a framework that links the perspectives of artificial intelligence and operations research, and each has characteristics that appear usefully relevant to developments on the horizon.About:
This article is published in Computers & Operations Research.The article was published on 1986-05-01 and is currently open access. It has received 3985 citations till now. The article focuses on the topics: Integer programming & Tabu search.read more
Citations
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An integrated model of the periodic delivery problems for vending-machine supply chains
Ahmad Rusdiansyah,De-bi Tsao +1 more
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A hybrid of adaptive large neighborhood search and tabu search for the order-batching problem
TL;DR: A metaheuristic hybrid based on adaptive large neighborhood search and tabu search, called ALNS/TS is developed, which is able to solve newly generated large-scale instances with up to 600 customer orders and six articles per customer order with reasonable run-times and convincing scaling behavior and robustness.
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A review on evolution of production scheduling with neural networks
Derya Eren Akyol,G. Mirac Bayhan +1 more
TL;DR: A comprehensive overview on ANN approaches for solution of production scheduling problems is given, both theoretical developments and practical experiences are discussed, and research trends are identified.
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A one-step tabu search algorithm for manufacturing cell design
TL;DR: A tabu search algorithm is presented that systematically explores feasible machine cells configurations determining the corresponding part families using a linear network flow model.
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A comparative study of state-of-the-art evolutionary image registration methods for 3D modeling
TL;DR: This contribution aims to review the state-of-the-art image registration methods that lay their foundations on evolutionary computation and aims to analyze the performance of some of the latter approaches when tackle a challenging real-world application in forensic anthropology, the 3D modeling of forensic objects.
References
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Optimization by Simulated Annealing
TL;DR: There is a deep and useful connection between statistical mechanics and multivariate or combinatorial optimization (finding the minimum of a given function depending on many parameters), and a detailed analogy with annealing in solids provides a framework for optimization of very large and complex systems.
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Equation of state calculations by fast computing machines
TL;DR: In this article, a modified Monte Carlo integration over configuration space is used to investigate the properties of a two-dimensional rigid-sphere system with a set of interacting individual molecules, and the results are compared to free volume equations of state and a four-term virial coefficient expansion.
Book
The Sciences of the Artificial
TL;DR: A new edition of Simon's classic work on artificial intelligence as mentioned in this paper adds a chapter that sorts out the current themes and tools for analyzing complexity and complex systems, taking into account important advances in cognitive psychology and the science of design while confirming and extending Simon's basic thesis that a physical symbol system has the necessary and sufficient means for intelligent action.
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Combinatorial optimization: algorithms and complexity
TL;DR: This clearly written, mathematically rigorous text includes a novel algorithmic exposition of the simplex method and also discusses the Soviet ellipsoid algorithm for linear programming; efficient algorithms for network flow, matching, spanning trees, and matroids; the theory of NP-complete problems; approximation algorithms, local search heuristics for NPcomplete problems, more.
Book
The Architecture of Cognition
TL;DR: Adaptive Control of Thought (ACT*) as mentioned in this paper is a theory of the basic principles of operation built into the cognitive system and is the main focus of Anderson's theory of cognitive architecture.